Extending Cognitive Architecture with Episodic Memory
Abstract
In this paper, we explore the hypothesis that episodic memory is a critical component for cognitive architectures that support general intelligence. Episodic memory overlaps with case-based reasoning (CBR) and can be seen as a task-independent, architectural approach to CBR. We define the design space for episodic memory systems and the criteria any implementation must meet to be useful in a cognitive architecture. We present an implementation and demonstrate how episodic memory, combined with other components of a cognitive architecture, supports a wealth of cognitive capabilities that are difficult to attain without it.
Cite
Text
Nuxoll and Laird. "Extending Cognitive Architecture with Episodic Memory." AAAI Conference on Artificial Intelligence, 2007.Markdown
[Nuxoll and Laird. "Extending Cognitive Architecture with Episodic Memory." AAAI Conference on Artificial Intelligence, 2007.](https://mlanthology.org/aaai/2007/nuxoll2007aaai-extending/)BibTeX
@inproceedings{nuxoll2007aaai-extending,
title = {{Extending Cognitive Architecture with Episodic Memory}},
author = {Nuxoll, Andrew and Laird, John E.},
booktitle = {AAAI Conference on Artificial Intelligence},
year = {2007},
pages = {1560-1564},
url = {https://mlanthology.org/aaai/2007/nuxoll2007aaai-extending/}
}